Task 5332147
| Name | ParityMachine-1622595675-30365-2_0 |
| Workunit | 3208814 |
| Created | 13 Jun 2021, 2:12:37 UTC |
| Sent | 15 Jun 2021, 9:00:34 UTC |
| Report deadline | 22 Jun 2021, 9:00:34 UTC |
| Received | 17 Jun 2021, 8:46:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 37 min 43 sec |
| CPU time | 2 hours 0 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 6-16 17:46:44 main:574] : INFO : Epoch 1582 | loss: 0.0312115 | val_loss: 0.0312143 | Time: 5450.16 ms [2021-06-16 17:46:51 main:574] : INFO : Epoch 1583 | loss: 0.0312118 | val_loss: 0.0312118 | Time: 6706.83 ms [2021-06-16 17:46:58 main:574] : INFO : Epoch 1584 | loss: 0.0312107 | val_loss: 0.031213 | Time: 5865.06 ms [2021-06-16 17:47:04 main:574] : INFO : Epoch 1585 | loss: 0.0312106 | val_loss: 0.0312131 | Time: 6046.48 ms [2021-06-16 17:47:11 main:574] : INFO : Epoch 1586 | loss: 0.031211 | val_loss: 0.0312121 | Time: 6346.43 ms [2021-06-16 17:47:18 main:574] : INFO : Epoch 1587 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 5724.45 ms [2021-06-16 17:47:25 main:574] : INFO : Epoch 1588 | loss: 0.0312113 | val_loss: 0.0312118 | Time: 5406.81 ms [2021-06-16 17:47:31 main:574] : INFO : Epoch 1589 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 5406.56 ms [2021-06-16 17:47:37 main:574] : INFO : Epoch 1590 | loss: 0.0312104 | val_loss: 0.0312118 | Time: 5298.76 ms [2021-06-16 17:47:42 main:574] : INFO : Epoch 1591 | loss: 0.0312113 | val_loss: 0.0312124 | Time: 5394.2 ms [2021-06-16 17:47:49 main:574] : INFO : Epoch 1592 | loss: 0.0312113 | val_loss: 0.0312143 | Time: 5425.6 ms [2021-06-16 17:47:55 main:574] : INFO : Epoch 1593 | loss: 0.0312115 | val_loss: 0.0312158 | Time: 5323.15 ms [2021-06-16 17:48:01 main:574] : INFO : Epoch 1594 | loss: 0.031212 | val_loss: 0.0312135 | Time: 5362.37 ms [2021-06-16 17:48:07 main:574] : INFO : Epoch 1595 | loss: 0.0312112 | val_loss: 0.031212 | Time: 5296.66 ms [2021-06-16 17:48:13 main:574] : INFO : Epoch 1596 | loss: 0.0312114 | val_loss: 0.0312164 | Time: 5479.53 ms [2021-06-16 17:48:19 main:574] : INFO : Epoch 1597 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 5430.14 ms [2021-06-16 17:48:25 main:574] : INFO : Epoch 1598 | loss: 0.0312117 | val_loss: 0.0312142 | Time: 5317.21 ms [2021-06-16 17:48:34 main:574] : INFO : Epoch 1599 | loss: 0.031211 | val_loss: 0.0312124 | Time: 8494.97 ms [2021-06-16 17:48:41 main:574] : INFO : Epoch 1600 | loss: 0.031211 | val_loss: 0.0312147 | Time: 5923.29 ms [2021-06-16 17:48:47 main:574] : INFO : Epoch 1601 | loss: 0.0312121 | val_loss: 0.0312121 | Time: 5251.77 ms [2021-06-16 17:48:53 main:574] : INFO : Epoch 1602 | loss: 0.0312116 | val_loss: 0.0312126 | Time: 5307.97 ms [2021-06-16 17:48:59 main:574] : INFO : Epoch 1603 | loss: 0.0312116 | val_loss: 0.031213 | Time: 5392.61 ms [2021-06-16 17:49:05 main:574] : INFO : Epoch 1604 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 5363.23 ms [2021-06-16 17:49:11 main:574] : INFO : Epoch 1605 | loss: 0.0312116 | val_loss: 0.031212 | Time: 5423.61 ms [2021-06-16 17:49:17 main:574] : INFO : Epoch 1606 | loss: 0.0312117 | val_loss: 0.0312159 | Time: 5395.89 ms [2021-06-16 17:49:23 main:574] : INFO : Epoch 1607 | loss: 0.0312119 | val_loss: 0.0312125 | Time: 5359.1 ms [2021-06-16 17:49:28 main:574] : INFO : Epoch 1608 | loss: 0.0312116 | val_loss: 0.0312118 | Time: 5303.77 ms [2021-06-16 17:49:34 main:574] : INFO : Epoch 1609 | loss: 0.0312105 | val_loss: 0.0312131 | Time: 5296.82 ms [2021-06-16 17:49:39 main:574] : INFO : Epoch 1610 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 5297.09 ms [2021-06-16 17:49:45 main:574] : INFO : Epoch 1611 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 5338.52 ms [2021-06-16 17:49:50 main:574] : INFO : Epoch 1612 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 5283.13 ms [2021-06-16 17:49:57 main:574] : INFO : Epoch 1613 | loss: 0.0312112 | val_loss: 0.0312147 | Time: 5286.36 ms [2021-06-16 17:50:03 main:574] : INFO : Epoch 1614 | loss: 0.031212 | val_loss: 0.0312118 | Time: 5322.01 ms [2021-06-16 17:50:09 main:574] : INFO : Epoch 1615 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 5390.85 ms [2021-06-16 17:50:15 main:574] : INFO : Epoch 1616 | loss: 0.0312102 | val_loss: 0.031213 | Time: 5583.99 ms [2021-06-16 17:50:21 main:574] : INFO : Epoch 1617 | loss: 0.0312106 | val_loss: 0.0312117 | Time: 5289.18 ms [2021-06-16 17:50:28 main:574] : INFO : Epoch 1618 | loss: 0.0312118 | val_loss: 0.0312123 | Time: 5335.85 ms [2021-06-16 17:50:35 main:574] : INFO : Epoch 1619 | loss: 0.0312113 | val_loss: 0.0312129 | Time: 5446.14 ms [2021-06-16 17:50:40 main:574] : INFO : Epoch 1620 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 5370.75 ms [2021-06-16 17:50:46 main:574] : INFO : Epoch 1621 | loss: 0.0312119 | val_loss: 0.0312188 | Time: 5296.34 ms [2021-06-16 17:50:51 main:574] : INFO : Epoch 1622 | loss: 0.0312119 | val_loss: 0.0312122 | Time: 5281.09 ms [2021-06-16 17:50:57 main:574] : INFO : Epoch 1623 | loss: 0.0312108 | val_loss: 0.0312136 | Time: 5402.88 ms [2021-06-16 17:51:02 main:574] : INFO : Epoch 1624 | loss: 0.0312129 | val_loss: 0.0312123 | Time: 5302.68 ms [2021-06-16 17:51:07 main:574] : INFO : Epoch 1625 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 5343.88 ms [2021-06-16 17:51:13 main:574] : INFO : Epoch 1626 | loss: 0.0312115 | val_loss: 0.0312132 | Time: 5308.15 ms [2021-06-16 17:51:18 main:574] : INFO : Epoch 1627 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 5300.89 ms [2021-06-16 17:51:24 main:574] : INFO : Epoch 1628 | loss: 0.0312144 | val_loss: 0.0312138 | Time: 5284.9 ms [2021-06-16 17:51:30 main:574] : INFO : Epoch 1629 | loss: 0.0312121 | val_loss: 0.031215 | Time: 5315.79 ms [2021-06-16 17:51:35 main:574] : INFO : Epoch 1630 | loss: 0.0312117 | val_loss: 0.0312118 | Time: 5359.91 ms [2021-06-16 17:51:41 main:574] : INFO : Epoch 1631 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 5434.61 ms [2021-06-16 17:51:46 main:574] : INFO : Epoch 1632 | loss: 0.0312108 | val_loss: 0.0312118 | Time: 5395.5 ms [2021-06-16 17:51:53 main:574] : INFO : Epoch 1633 | loss: 0.0312113 | val_loss: 0.0312123 | Time: 6195.09 ms [2021-06-16 17:51:59 main:574] : INFO : Epoch 1634 | loss: 0.0312116 | val_loss: 0.0312175 | Time: 5385.64 ms [2021-06-16 17:52:06 main:574] : INFO : Epoch 1635 | loss: 0.0312126 | val_loss: 0.0312125 | Time: 5912.87 ms [2021-06-16 17:52:12 main:574] : INFO : Epoch 1636 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 5455.26 ms [2021-06-16 17:52:18 main:574] : INFO : Epoch 1637 | loss: 0.0312102 | val_loss: 0.031212 | Time: 5324.45 ms [2021-06-16 17:52:25 main:574] : INFO : Epoch 1638 | loss: 0.0312126 | val_loss: 0.0312138 | Time: 5457.86 ms [2021-06-16 17:52:30 main:574] : INFO : Epoch 1639 | loss: 0.0312119 | val_loss: 0.0312122 | Time: 5354.42 ms [2021-06-16 17:52:36 main:574] : INFO : Epoch 1640 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 5463.84 ms [2021-06-16 17:52:42 main:574] : INFO : Epoch 1641 | loss: 0.0312104 | val_loss: 0.0312122 | Time: 5524.57 ms [2021-06-16 17:52:48 main:574] : INFO : Epoch 1642 | loss: 0.0312115 | val_loss: 0.0312148 | Time: 5365.09 ms [2021-06-16 17:52:54 main:574] : INFO : Epoch 1643 | loss: 0.0312166 | val_loss: 0.0312197 | Time: 5523.55 ms [2021-06-16 17:53:00 main:574] : INFO : Epoch 1644 | loss: 0.031214 | val_loss: 0.0312186 | Time: 5408.84 ms [2021-06-16 17:53:06 main:574] : INFO : Epoch 1645 | loss: 0.031213 | val_loss: 0.0312146 | Time: 5349.35 ms [2021-06-16 17:53:13 main:574] : INFO : Epoch 1646 | loss: 0.0312118 | val_loss: 0.0312136 | Time: 6091.11 ms [2021-06-16 17:53:20 main:574] : INFO : Epoch 1647 | loss: 0.0312113 | val_loss: 0.0312141 | Time: 6214.15 ms [2021-06-16 17:53:26 main:574] : INFO : Epoch 1648 | loss: 0.0312114 | val_loss: 0.0312118 | Time: 5305.55 ms [2021-06-16 17:53:32 main:574] : INFO : Epoch 1649 | loss: 0.0312131 | val_loss: 0.0312128 | Time: 5419.64 ms [2021-06-16 17:53:38 main:574] : INFO : Epoch 1650 | loss: 0.0312112 | val_loss: 0.0312147 | Time: 5408.1 ms [2021-06-16 17:53:45 main:574] : INFO : Epoch 1651 | loss: 0.0312139 | val_loss: 0.0312161 | Time: 6570.7 ms [2021-06-16 17:53:51 main:574] : INFO : Epoch 1652 | loss: 0.031214 | val_loss: 0.0312125 | Time: 5386.75 ms [2021-06-16 17:53:57 main:574] : INFO : Epoch 1653 | loss: 0.0312111 | val_loss: 0.031212 | Time: 5473.42 ms [2021-06-16 17:54:03 main:574] : INFO : Epoch 1654 | loss: 0.0312116 | val_loss: 0.0312155 | Time: 5441.8 ms [2021-06-16 17:54:10 main:574] : INFO : Epoch 1655 | loss: 0.0312125 | val_loss: 0.0312129 | Time: 5528.46 ms [2021-06-16 17:54:16 main:574] : INFO : Epoch 1656 | loss: 0.0312106 | val_loss: 0.0312153 | Time: 6103.18 ms [2021-06-16 17:54:22 main:574] : INFO : Epoch 1657 | loss: 0.0312137 | val_loss: 0.031212 | Time: 5368.77 ms [2021-06-16 17:54:30 main:574] : INFO : Epoch 1658 | loss: 0.0312139 | val_loss: 0.031213 | Time: 7537.14 ms [2021-06-16 17:54:35 main:574] : INFO : Epoch 1659 | loss: 0.0312113 | val_loss: 0.0312123 | Time: 5386.39 ms [2021-06-16 17:54:41 main:574] : INFO : Epoch 1660 | loss: 0.0312105 | val_loss: 0.0312124 | Time: 5409.55 ms [2021-06-16 17:54:47 main:574] : INFO : Epoch 1661 | loss: 0.0312109 | val_loss: 0.0312134 | Time: 5442.61 ms [2021-06-16 17:54:53 main:574] : INFO : Epoch 1662 | loss: 0.0312108 | val_loss: 0.0312125 | Time: 5406.86 ms [2021-06-16 17:54:59 main:574] : INFO : Epoch 1663 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 5754.03 ms [2021-06-16 17:55:06 main:574] : INFO : Epoch 1664 | loss: 0.0312127 | val_loss: 0.0312139 | Time: 5604.32 ms [2021-06-16 17:55:12 main:574] : INFO : Epoch 1665 | loss: 0.0312134 | val_loss: 0.0312132 | Time: 5439.32 ms [2021-06-16 17:55:18 main:574] : INFO : Epoch 1666 | loss: 0.0312137 | val_loss: 0.0312132 | Time: 5367.8 ms [2021-06-16 17:55:23 main:574] : INFO : Epoch 1667 | loss: 0.0312115 | val_loss: 0.0312137 | Time: 5392.89 ms [2021-06-16 17:55:29 main:574] : INFO : Epoch 1668 | loss: 0.0312125 | val_loss: 0.0312125 | Time: 5598.44 ms [2021-06-16 17:55:35 main:574] : INFO : Epoch 1669 | loss: 0.0312108 | val_loss: 0.0312122 | Time: 5352.22 ms [2021-06-16 17:55:41 main:574] : INFO : Epoch 1670 | loss: 0.031211 | val_loss: 0.0312132 | Time: 5411.09 ms [2021-06-16 17:55:47 main:574] : INFO : Epoch 1671 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 6228.7 ms [2021-06-16 17:55:54 main:574] : INFO : Epoch 1672 | loss: 0.0312104 | val_loss: 0.0312159 | Time: 6228.9 ms [2021-06-16 17:56:00 main:574] : INFO : Epoch 1673 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 5472.3 ms [2021-06-16 17:56:07 main:574] : INFO : Epoch 1674 | loss: 0.0312124 | val_loss: 0.031212 | Time: 5647.94 ms [2021-06-16 17:56:13 main:574] : INFO : Epoch 1675 | loss: 0.0312123 | val_loss: 0.0312131 | Time: 5380.3 ms [2021-06-16 17:56:19 main:574] : INFO : Epoch 1676 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 5891.57 ms [2021-06-16 17:56:26 main:574] : INFO : Epoch 1677 | loss: 0.031211 | val_loss: 0.0312125 | Time: 5370.69 ms [2021-06-16 17:56:32 main:574] : INFO : Epoch 1678 | loss: 0.0312112 | val_loss: 0.0312126 | Time: 5315.97 ms [2021-06-16 17:56:38 main:574] : INFO : Epoch 1679 | loss: 0.0312116 | val_loss: 0.0312118 | Time: 5594.49 ms [2021-06-16 17:56:44 main:574] : INFO : Epoch 1680 | loss: 0.0312101 | val_loss: 0.031212 | Time: 5423.01 ms [2021-06-16 17:56:50 main:574] : INFO : Epoch 1681 | loss: 0.0312127 | val_loss: 0.031212 | Time: 6062.69 ms [2021-06-16 17:56:57 main:574] : INFO : Epoch 1682 | loss: 0.0312127 | val_loss: 0.031218 | Time: 5785.13 ms [2021-06-16 17:57:04 main:574] : INFO : Epoch 1683 | loss: 0.0312128 | val_loss: 0.0312121 | Time: 5404.94 ms [2021-06-16 17:57:09 main:574] : INFO : Epoch 1684 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 5671.97 ms [2021-06-16 17:57:16 main:574] : INFO : Epoch 1685 | loss: 0.0312105 | val_loss: 0.0312125 | Time: 5440.34 ms [2021-06-16 17:57:22 main:574] : INFO : Epoch 1686 | loss: 0.0312117 | val_loss: 0.0312148 | Time: 5509.32 ms [2021-06-16 17:57:28 main:574] : INFO : Epoch 1687 | loss: 0.0312108 | val_loss: 0.0312118 | Time: 5398.41 ms [2021-06-16 17:57:33 main:574] : INFO : Epoch 1688 | loss: 0.0312112 | val_loss: 0.031212 | Time: 5455.44 ms [2021-06-16 17:57:40 main:574] : INFO : Epoch 1689 | loss: 0.031211 | val_loss: 0.0312129 | Time: 5290.28 ms [2021-06-16 17:57:46 main:574] : INFO : Epoch 1690 | loss: 0.0312111 | val_loss: 0.0312139 | Time: 5317.83 ms [2021-06-16 17:57:51 main:574] : INFO : Epoch 1691 | loss: 0.0312108 | val_loss: 0.0312136 | Time: 5327.7 ms [2021-06-16 17:57:57 main:574] : INFO : Epoch 1692 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 5360.72 ms [2021-06-16 17:58:04 main:574] : INFO : Epoch 1693 | loss: 0.0312118 | val_loss: 0.0312126 | Time: 5396.04 ms [2021-06-16 17:58:10 main:574] : INFO : Epoch 1694 | loss: 0.0312112 | val_loss: 0.031212 | Time: 5353.6 ms [2021-06-16 17:58:15 main:574] : INFO : Epoch 1695 | loss: 0.0312115 | val_loss: 0.0312125 | Time: 5334.19 ms [2021-06-16 17:58:21 main:574] : INFO : Epoch 1696 | loss: 0.0312112 | val_loss: 0.0312122 | Time: 5318.39 ms [2021-06-16 17:58:27 main:574] : INFO : Epoch 1697 | loss: 0.0312109 | val_loss: 0.0312125 | Time: 5327.89 ms [2021-06-16 17:58:33 main:574] : INFO : Epoch 1698 | loss: 0.0312108 | val_loss: 0.0312117 | Time: 6210.81 ms [2021-06-16 17:58:38 main:574] : INFO : Epoch 1699 | loss: 0.0312153 | val_loss: 0.0312233 | Time: 5440.32 ms [2021-06-16 17:58:45 main:574] : INFO : Epoch 1700 | loss: 0.0312163 | val_loss: 0.0312194 | Time: 5469.73 ms [2021-06-16 17:58:50 main:574] : INFO : Epoch 1701 | loss: 0.031215 | val_loss: 0.0312216 | Time: 5355.4 ms [2021-06-16 17:58:57 main:574] : INFO : Epoch 1702 | loss: 0.0312153 | val_loss: 0.0312172 | Time: 6052.66 ms [2021-06-16 17:59:03 main:574] : INFO : Epoch 1703 | loss: 0.0312137 | val_loss: 0.031219 | Time: 5933.98 ms [2021-06-16 17:59:11 main:574] : INFO : Epoch 1704 | loss: 0.0312124 | val_loss: 0.0312124 | Time: 6362.39 ms [2021-06-16 17:59:17 main:574] : INFO : Epoch 1705 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 5323.36 ms [2021-06-16 17:59:23 main:574] : INFO : Epoch 1706 | loss: 0.0312106 | val_loss: 0.0312147 | Time: 5392.84 ms [2021-06-16 17:59:28 main:574] : INFO : Epoch 1707 | loss: 0.0312124 | val_loss: 0.0312129 | Time: 5410.7 ms [2021-06-16 17:59:35 main:574] : INFO : Epoch 1708 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 5512.43 ms [2021-06-16 17:59:41 main:574] : INFO : Epoch 1709 | loss: 0.031211 | val_loss: 0.0312119 | Time: 6199.99 ms [2021-06-16 17:59:48 main:574] : INFO : Epoch 1710 | loss: 0.0312127 | val_loss: 0.031215 | Time: 6370.36 ms [2021-06-16 17:59:54 main:574] : INFO : Epoch 1711 | loss: 0.0312167 | val_loss: 0.0312284 | Time: 5733 ms [2021-06-16 18:00:00 main:574] : INFO : Epoch 1712 | loss: 0.0312145 | val_loss: 0.0312139 | Time: 5920.5 ms [2021-06-16 18:00:06 main:574] : INFO : Epoch 1713 | loss: 0.0312113 | val_loss: 0.0312134 | Time: 5509.31 ms [2021-06-16 18:00:12 main:574] : INFO : Epoch 1714 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 5371.06 ms [2021-06-16 18:00:18 main:574] : INFO : Epoch 1715 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 5317.94 ms [2021-06-16 18:00:23 main:574] : INFO : Epoch 1716 | loss: 0.0312104 | val_loss: 0.0312123 | Time: 5378.16 ms [2021-06-16 18:00:29 main:574] : INFO : Epoch 1717 | loss: 0.0312107 | val_loss: 0.0312122 | Time: 5333.81 ms [2021-06-16 18:00:35 main:574] : INFO : Epoch 1718 | loss: 0.0312119 | val_loss: 0.031212 | Time: 5388.72 ms [2021-06-16 18:00:40 main:574] : INFO : Epoch 1719 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 5327.08 ms [2021-06-16 18:00:46 main:574] : INFO : Epoch 1720 | loss: 0.0312121 | val_loss: 0.0312149 | Time: 5352.06 ms [2021-06-16 18:00:51 main:574] : INFO : Epoch 1721 | loss: 0.0312128 | val_loss: 0.0312154 | Time: 5487.93 ms [2021-06-16 18:00:57 main:574] : INFO : Epoch 1722 | loss: 0.0312115 | val_loss: 0.0312158 | Time: 5367.96 ms [2021-06-16 18:01:02 main:574] : INFO : Epoch 1723 | loss: 0.0312113 | val_loss: 0.0312128 | Time: 5320.52 ms [2021-06-16 18:01:08 main:574] : INFO : Epoch 1724 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 5333.44 ms [2021-06-16 18:01:13 main:574] : INFO : Epoch 1725 | loss: 0.031211 | val_loss: 0.0312134 | Time: 5422.47 ms [2021-06-16 18:01:19 main:574] : INFO : Epoch 1726 | loss: 0.0312113 | val_loss: 0.0312126 | Time: 5261.64 ms [2021-06-16 18:01:24 main:574] : INFO : Epoch 1727 | loss: 0.0312111 | val_loss: 0.0312147 | Time: 5397.53 ms [2021-06-16 18:01:30 main:574] : INFO : Epoch 1728 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 5433.02 ms [2021-06-16 18:01:36 main:574] : INFO : Epoch 1729 | loss: 0.0312101 | val_loss: 0.0312121 | Time: 5452.44 ms [2021-06-16 18:01:41 main:574] : INFO : Epoch 1730 | loss: 0.0312113 | val_loss: 0.031212 | Time: 5370.43 ms [2021-06-16 18:01:47 main:574] : INFO : Epoch 1731 | loss: 0.0312117 | val_loss: 0.0312167 | Time: 5374.42 ms [2021-06-16 18:01:52 main:574] : INFO : Epoch 1732 | loss: 0.031214 | val_loss: 0.0312134 | Time: 5305.46 ms [2021-06-16 18:01:58 main:574] : INFO : Epoch 1733 | loss: 0.031211 | val_loss: 0.0312158 | Time: 5483.91 ms [2021-06-16 18:02:04 main:574] : INFO : Epoch 1734 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 5410.7 ms [2021-06-16 18:02:10 main:574] : INFO : Epoch 1735 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 5722.9 ms [2021-06-16 18:02:16 main:574] : INFO : Epoch 1736 | loss: 0.0312116 | val_loss: 0.0312121 | Time: 5440.41 ms [2021-06-16 18:02:22 main:574] : INFO : Epoch 1737 | loss: 0.0312121 | val_loss: 0.031213 | Time: 5330.52 ms [2021-06-16 18:02:28 main:574] : INFO : Epoch 1738 | loss: 0.0312112 | val_loss: 0.0312118 | Time: 5332.4 ms [2021-06-16 18:02:34 main:574] : INFO : Epoch 1739 | loss: 0.0312106 | val_loss: 0.0312145 | Time: 5364.47 ms [2021-06-16 18:02:40 main:574] : INFO : Epoch 1740 | loss: 0.0312122 | val_loss: 0.0312126 | Time: 5415.38 ms [2021-06-16 18:02:46 main:574] : INFO : Epoch 1741 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 5368.45 ms [2021-06-16 18:02:51 main:574] : INFO : Epoch 1742 | loss: 0.0312102 | val_loss: 0.0312136 | Time: 5334.53 ms [2021-06-16 18:02:57 main:574] : INFO : Epoch 1743 | loss: 0.0312108 | val_loss: 0.0312119 | Time: 5303.47 ms [2021-06-16 18:03:02 main:574] : INFO : Epoch 1744 | loss: 0.0312103 | val_loss: 0.0312134 | Time: 5352.45 ms [2021-06-16 18:03:08 main:574] : INFO : Epoch 1745 | loss: 0.031211 | val_loss: 0.0312125 | Time: 5260.03 ms [2021-06-16 18:03:13 main:574] : INFO : Epoch 1746 | loss: 0.0312112 | val_loss: 0.031212 | Time: 5430.71 ms [2021-06-16 18:03:19 main:574] : INFO : Epoch 1747 | loss: 0.0312118 | val_loss: 0.0312182 | Time: 5469.98 ms [2021-06-16 18:03:24 main:574] : INFO : Epoch 1748 | loss: 0.0312124 | val_loss: 0.0312156 | Time: 5282.26 ms [2021-06-16 18:03:30 main:574] : INFO : Epoch 1749 | loss: 0.0312122 | val_loss: 0.0312127 | Time: 5368.3 ms [2021-06-16 18:03:35 main:574] : INFO : Epoch 1750 | loss: 0.0312126 | val_loss: 0.031213 | Time: 5304.49 ms [2021-06-16 18:03:41 main:574] : INFO : Epoch 1751 | loss: 0.0312107 | val_loss: 0.0312122 | Time: 5358.02 ms [2021-06-16 18:03:46 main:574] : INFO : Epoch 1752 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 5399.09 ms [2021-06-16 18:03:52 main:574] : INFO : Epoch 1753 | loss: 0.0312139 | val_loss: 0.0312138 | Time: 5262.32 ms [2021-06-16 18:03:57 main:574] : INFO : Epoch 1754 | loss: 0.0312123 | val_loss: 0.0312117 | Time: 5312.64 ms [2021-06-16 18:04:03 main:574] : INFO : Epoch 1755 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 5389.62 ms [2021-06-16 18:04:09 main:574] : INFO : Epoch 1756 | loss: 0.0312113 | val_loss: 0.0312125 | Time: 5384.02 ms [2021-06-16 18:04:14 main:574] : INFO : Epoch 1757 | loss: 0.0312131 | val_loss: 0.0312171 | Time: 5319.33 ms [2021-06-16 18:04:20 main:574] : INFO : Epoch 1758 | loss: 0.0312121 | val_loss: 0.0312135 | Time: 5359.36 ms [2021-06-16 18:04:25 main:574] : INFO : Epoch 1759 | loss: 0.0312112 | val_loss: 0.0312147 | Time: 5454.74 ms [2021-06-16 18:04:31 main:574] : INFO : Epoch 1760 | loss: 0.0312111 | val_loss: 0.0312149 | Time: 5393.85 ms [2021-06-16 18:04:37 main:574] : INFO : Epoch 1761 | loss: 0.0312133 | val_loss: 0.0312159 | Time: 5394.08 ms [2021-06-16 18:04:42 main:574] : INFO : Epoch 1762 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 5319.01 ms [2021-06-16 18:04:48 main:574] : INFO : Epoch 1763 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 5266.39 ms [2021-06-16 18:04:55 main:574] : INFO : Epoch 1764 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 5367.41 ms [2021-06-16 18:05:00 main:574] : INFO : Epoch 1765 | loss: 0.0312105 | val_loss: 0.0312117 | Time: 5282.93 ms [2021-06-16 18:05:06 main:574] : INFO : Epoch 1766 | loss: 0.0312104 | val_loss: 0.0312122 | Time: 5267.92 ms [2021-06-16 18:05:11 main:574] : INFO : Epoch 1767 | loss: 0.0312104 | val_loss: 0.0312165 | Time: 5328.27 ms [2021-06-16 18:05:17 main:574] : INFO : Epoch 1768 | loss: 0.0312112 | val_loss: 0.0312116 | Time: 5445.18 ms [2021-06-16 18:05:22 main:574] : INFO : Epoch 1769 | loss: 0.031212 | val_loss: 0.031212 | Time: 5348.78 ms [2021-06-16 18:05:28 main:574] : INFO : Epoch 1770 | loss: 0.0312108 | val_loss: 0.0312118 | Time: 5576.31 ms [2021-06-16 18:05:34 main:574] : INFO : Epoch 1771 | loss: 0.0312116 | val_loss: 0.0312149 | Time: 5569.67 ms [2021-06-16 18:05:39 main:574] : INFO : Epoch 1772 | loss: 0.0312152 | val_loss: 0.0312143 | Time: 5387.12 ms [2021-06-16 18:05:45 main:574] : INFO : Epoch 1773 | loss: 0.0312124 | val_loss: 0.0312125 | Time: 5325.54 ms [2021-06-16 18:05:50 main:574] : INFO : Epoch 1774 | loss: 0.0312113 | val_loss: 0.0312122 | Time: 5531.7 ms [2021-06-16 18:05:56 main:574] : INFO : Epoch 1775 | loss: 0.0312132 | val_loss: 0.0312156 | Time: 5493.16 ms [2021-06-16 18:06:02 main:574] : INFO : Epoch 1776 | loss: 0.0312123 | val_loss: 0.0312129 | Time: 5492.69 ms [2021-06-16 18:06:07 main:574] : INFO : Epoch 1777 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 5316.72 ms [2021-06-16 18:06:13 main:574] : INFO : Epoch 1778 | loss: 0.03121 | val_loss: 0.0312118 | Time: 5318.83 ms [2021-06-16 18:06:18 main:574] : INFO : Epoch 1779 | loss: 0.0312113 | val_loss: 0.0312147 | Time: 5373.05 ms [2021-06-16 18:06:24 main:574] : INFO : Epoch 1780 | loss: 0.0312111 | val_loss: 0.031212 | Time: 5325.9 ms [2021-06-16 18:06:29 main:574] : INFO : Epoch 1781 | loss: 0.0312112 | val_loss: 0.0312127 | Time: 5372.63 ms [2021-06-16 18:06:36 main:574] : INFO : Epoch 1782 | loss: 0.0312106 | val_loss: 0.0312124 | Time: 5344.09 ms [2021-06-16 18:06:41 main:574] : INFO : Epoch 1783 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 5361.5 ms [2021-06-16 18:06:47 main:574] : INFO : Epoch 1784 | loss: 0.0312105 | val_loss: 0.031212 | Time: 5327.03 ms [2021-06-16 18:06:54 main:574] : INFO : Epoch 1785 | loss: 0.0312106 | val_loss: 0.0312127 | Time: 5276.03 ms [2021-06-16 18:07:00 main:574] : INFO : Epoch 1786 | loss: 0.0312112 | val_loss: 0.0312146 | Time: 5411.24 ms [2021-06-16 18:07:05 main:574] : INFO : Epoch 1787 | loss: 0.031213 | val_loss: 0.0312123 | Time: 5357.52 ms [2021-06-16 18:07:11 main:574] : INFO : Epoch 1788 | loss: 0.0312107 | val_loss: 0.031212 | Time: 5375.49 ms [2021-06-16 18:07:16 main:574] : INFO : Epoch 1789 | loss: 0.0312128 | val_loss: 0.0312138 | Time: 5363.02 ms [2021-06-16 18:07:23 main:574] : INFO : Epoch 1790 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 5371.43 ms [2021-06-16 18:07:28 main:574] : INFO : Epoch 1791 | loss: 0.0312103 | val_loss: 0.0312117 | Time: 5410.95 ms [2021-06-16 18:07:34 main:574] : INFO : Epoch 1792 | loss: 0.0312104 | val_loss: 0.031212 | Time: 5335 ms [2021-06-16 18:07:39 main:574] : INFO : Epoch 1793 | loss: 0.0312107 | val_loss: 0.0312123 | Time: 5325.7 ms [2021-06-16 18:07:45 main:574] : INFO : Epoch 1794 | loss: 0.0312107 | val_loss: 0.0312122 | Time: 5495.92 ms [2021-06-16 18:07:50 main:574] : INFO : Epoch 1795 | loss: 0.0312106 | val_loss: 0.031213 | Time: 5347.06 ms [2021-06-16 18:07:56 main:574] : INFO : Epoch 1796 | loss: 0.0312108 | val_loss: 0.0312116 | Time: 5342.85 ms [2021-06-16 18:08:01 main:574] : INFO : Epoch 1797 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 5328.56 ms [2021-06-16 18:08:07 main:574] : INFO : Epoch 1798 | loss: 0.0312108 | val_loss: 0.0312117 | Time: 5595.64 ms [2021-06-16 18:08:13 main:574] : INFO : Epoch 1799 | loss: 0.0312113 | val_loss: 0.0312119 | Time: 5445.83 ms [2021-06-16 18:08:18 main:574] : INFO : Epoch 1800 | loss: 0.0312104 | val_loss: 0.0312127 | Time: 5376.46 ms [2021-06-16 18:08:24 main:574] : INFO : Epoch 1801 | loss: 0.0312118 | val_loss: 0.0312119 | Time: 5346.86 ms [2021-06-16 18:08:29 main:574] : INFO : Epoch 1802 | loss: 0.0312113 | val_loss: 0.0312122 | Time: 5311.78 ms [2021-06-16 18:08:35 main:574] : INFO : Epoch 1803 | loss: 0.0312109 | val_loss: 0.0312127 | Time: 5377.4 ms [2021-06-16 18:08:40 main:574] : INFO : Epoch 1804 | loss: 0.0312108 | val_loss: 0.0312119 | Time: 5432.11 ms [2021-06-16 18:08:46 main:574] : INFO : Epoch 1805 | loss: 0.031212 | val_loss: 0.031213 | Time: 5393.82 ms [2021-06-16 18:08:51 main:574] : INFO : Epoch 1806 | loss: 0.0312142 | val_loss: 0.0312128 | Time: 5325.06 ms [2021-06-16 18:08:57 main:574] : INFO : Epoch 1807 | loss: 0.0312125 | val_loss: 0.031212 | Time: 5381.47 ms [2021-06-16 18:09:02 main:574] : INFO : Epoch 1808 | loss: 0.0312113 | val_loss: 0.0312122 | Time: 5370.19 ms [2021-06-16 18:09:08 main:574] : INFO : Epoch 1809 | loss: 0.0312115 | val_loss: 0.0312129 | Time: 5359.91 ms [2021-06-16 18:09:13 main:574] : INFO : Epoch 1810 | loss: 0.0312112 | val_loss: 0.0312127 | Time: 5333.74 ms [2021-06-16 18:09:19 main:574] : INFO : Epoch 1811 | loss: 0.0312111 | val_loss: 0.0312124 | Time: 5467.48 ms [2021-06-16 18:09:24 main:574] : INFO : Epoch 1812 | loss: 0.0312104 | val_loss: 0.0312127 | Time: 5397.64 ms [2021-06-16 18:09:30 main:574] : INFO : Epoch 1813 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 5440.19 ms [2021-06-16 18:09:36 main:574] : INFO : Epoch 1814 | loss: 0.0312116 | val_loss: 0.0312134 | Time: 5380.08 ms [2021-06-16 18:09:41 main:574] : INFO : Epoch 1815 | loss: 0.0312114 | val_loss: 0.0312125 | Time: 5454.06 ms [2021-06-16 18:09:48 main:574] : INFO : Epoch 1816 | loss: 0.0312104 | val_loss: 0.0312121 | Time: 5329.59 ms [2021-06-16 18:09:53 main:574] : INFO : Epoch 1817 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 5369.02 ms [2021-06-16 18:09:59 main:574] : INFO : Epoch 1818 | loss: 0.0312127 | val_loss: 0.031216 | Time: 5403.47 ms [2021-06-16 18:10:05 main:574] : INFO : Epoch 1819 | loss: 0.031211 | val_loss: 0.0312117 | Time: 5626.63 ms [2021-06-16 18:10:10 main:574] : INFO : Epoch 1820 | loss: 0.0312108 | val_loss: 0.0312122 | Time: 5628.42 ms [2021-06-16 18:10:17 main:574] : INFO : Epoch 1821 | loss: 0.0312108 | val_loss: 0.0312124 | Time: 6024.36 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-17 07:02:34 main:435] : INFO : Set logging level to 1 [2021-06-17 07:02:36 main:441] : INFO : Running in BOINC Client mode [2021-06-17 07:02:36 main:444] : INFO : Resolving all filenames [2021-06-17 07:02:36 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-17 07:02:37 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622595675-30365-2_0_r1272261163_1 (exists = 1) [2021-06-17 07:02:37 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622595675-30365-2_0_r1272261163_0 (exists = 0) [2021-06-17 07:02:37 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622595675-30365-2 (exists = 1) [2021-06-17 07:02:37 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-17 07:02:37 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-17 07:02:37 main:474] : INFO : Configuration: [2021-06-17 07:02:38 main:475] : INFO : Model type: GRU [2021-06-17 07:02:38 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-17 07:02:38 main:477] : INFO : Max Epochs: 2048 [2021-06-17 07:02:38 main:478] : INFO : Batch Size: 128 [2021-06-17 07:02:38 main:479] : INFO : Learning Rate: 0.01 [2021-06-17 07:02:38 main:480] : INFO : Patience: 10 [2021-06-17 07:02:39 main:481] : INFO : Hidden Width: 12 [2021-06-17 07:02:39 main:482] : INFO : # Recurrent Layers: 4 [2021-06-17 07:02:40 main:483] : INFO : # Backend Layers: 4 [2021-06-17 07:02:41 main:484] : INFO : # Threads: 1 [2021-06-17 07:02:42 main:486] : INFO : Preparing Dataset [2021-06-17 07:02:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-17 07:02:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-17 07:02:59 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-17 07:03:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-17 07:03:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-17 07:03:01 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-17 07:03:02 main:494] : INFO : Creating Model [2021-06-17 07:03:03 main:507] : INFO : Preparing config file [2021-06-17 07:03:03 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-17 07:03:03 main:512] : INFO : Loading config [2021-06-17 07:03:03 main:514] : INFO : Loading state [2021-06-17 07:03:08 main:559] : INFO : Loading DataLoader into Memory [2021-06-17 07:03:09 main:562] : INFO : Starting Training [2021-06-17 07:03:17 main:574] : INFO : Epoch 1812 | loss: 0.0312414 | val_loss: 0.0312051 | Time: 6840.68 ms [2021-06-17 07:03:22 main:574] : INFO : Epoch 1813 | loss: 0.031203 | val_loss: 0.031198 | Time: 5362.36 ms [2021-06-17 07:03:28 main:574] : INFO : Epoch 1814 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 5641.29 ms [2021-06-17 07:03:35 main:574] : INFO : Epoch 1815 | loss: 0.0311916 | val_loss: 0.0311927 | Time: 5598.61 ms [2021-06-17 07:03:41 main:574] : INFO : Epoch 1816 | loss: 0.031188 | val_loss: 0.0311908 | Time: 5329.62 ms [2021-06-17 07:03:47 main:574] : INFO : Epoch 1817 | loss: 0.031185 | val_loss: 0.0311893 | Time: 5477.75 ms [2021-06-17 07:03:53 main:574] : INFO : Epoch 1818 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 5813.75 ms [2021-06-17 07:04:00 main:574] : INFO : Epoch 1819 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 5485.79 ms [2021-06-17 07:04:06 main:574] : INFO : Epoch 1820 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 5636.23 ms [2021-06-17 07:04:12 main:574] : INFO : Epoch 1821 | loss: 0.0311722 | val_loss: 0.0311783 | Time: 5391.97 ms [2021-06-17 07:04:18 main:574] : INFO : Epoch 1822 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 5376.76 ms [2021-06-17 07:04:24 main:574] : INFO : Epoch 1823 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 5331.04 ms [2021-06-17 07:04:29 main:574] : INFO : Epoch 1824 | loss: 0.0311617 | val_loss: 0.0311676 | Time: 5358.04 ms [2021-06-17 07:04:35 main:574] : INFO : Epoch 1825 | loss: 0.0311604 | val_loss: 0.0311697 | Time: 5312.4 ms [2021-06-17 07:04:43 main:574] : INFO : Epoch 1826 | loss: 0.0311605 | val_loss: 0.031165 | Time: 5406.77 ms [2021-06-17 07:04:48 main:574] : INFO : Epoch 1827 | loss: 0.031158 | val_loss: 0.0311642 | Time: 5354.6 ms [2021-06-17 07:04:54 main:574] : INFO : Epoch 1828 | loss: 0.0311561 | val_loss: 0.031161 | Time: 5373.14 ms [2021-06-17 07:04:59 main:574] : INFO : Epoch 1829 | loss: 0.0311548 | val_loss: 0.0311653 | Time: 5422.05 ms [2021-06-17 07:05:06 main:574] : INFO : Epoch 1830 | loss: 0.0311536 | val_loss: 0.0311649 | Time: 5269.64 ms [2021-06-17 07:05:12 main:574] : INFO : Epoch 1831 | loss: 0.0311538 | val_loss: 0.0311598 | Time: 5325.03 ms [2021-06-17 07:05:18 main:574] : INFO : Epoch 1832 | loss: 0.0311497 | val_loss: 0.0311577 | Time: 5395.04 ms [2021-06-17 07:05:25 main:574] : INFO : Epoch 1833 | loss: 0.0311475 | val_loss: 0.0311566 | Time: 7658.23 ms [2021-06-17 07:05:32 main:574] : INFO : Epoch 1834 | loss: 0.0311488 | val_loss: 0.0311587 | Time: 5994.93 ms [2021-06-17 07:05:38 main:574] : INFO : Epoch 1835 | loss: 0.0311474 | val_loss: 0.0311554 | Time: 5725.49 ms [2021-06-17 07:05:46 main:574] : INFO : Epoch 1836 | loss: 0.0311441 | val_loss: 0.0311571 | Time: 6059.94 ms [2021-06-17 07:05:52 main:574] : INFO : Epoch 1837 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 5691.86 ms [2021-06-17 07:05:58 main:574] : INFO : Epoch 1838 | loss: 0.0311416 | val_loss: 0.0311544 | Time: 6193.07 ms [2021-06-17 07:06:05 main:574] : INFO : Epoch 1839 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 6641.79 ms [2021-06-17 07:06:12 main:574] : INFO : Epoch 1840 | loss: 0.0311498 | val_loss: 0.031156 | Time: 6646.23 ms [2021-06-17 07:06:19 main:574] : INFO : Epoch 1841 | loss: 0.0311462 | val_loss: 0.0311544 | Time: 6699.5 ms [2021-06-17 07:06:25 main:574] : INFO : Epoch 1842 | loss: 0.0311431 | val_loss: 0.0311561 | Time: 5687.56 ms [2021-06-17 07:06:32 main:574] : INFO : Epoch 1843 | loss: 0.0311426 | val_loss: 0.0311552 | Time: 5678.88 ms [2021-06-17 07:06:39 main:574] : INFO : Epoch 1844 | loss: 0.0311419 | val_loss: 0.0311523 | Time: 7118.59 ms [2021-06-17 07:06:47 main:574] : INFO : Epoch 1845 | loss: 0.0311398 | val_loss: 0.0311524 | Time: 7474.17 ms [2021-06-17 07:06:53 main:574] : INFO : Epoch 1846 | loss: 0.0311402 | val_loss: 0.0311534 | Time: 6042.14 ms [2021-06-17 07:07:01 main:574] : INFO : Epoch 1847 | loss: 0.0311392 | val_loss: 0.0311517 | Time: 6219.11 ms [2021-06-17 07:07:08 main:574] : INFO : Epoch 1848 | loss: 0.0311373 | val_loss: 0.0311532 | Time: 6015.73 ms [2021-06-17 07:07:15 main:574] : INFO : Epoch 1849 | loss: 0.0311383 | val_loss: 0.0311482 | Time: 5805.84 ms [2021-06-17 07:07:21 main:574] : INFO : Epoch 1850 | loss: 0.0311382 | val_loss: 0.0311501 | Time: 5760.7 ms [2021-06-17 07:07:28 main:574] : INFO : Epoch 1851 | loss: 0.0311368 | val_loss: 0.0311457 | Time: 6667.66 ms [2021-06-17 07:07:38 main:574] : INFO : Epoch 1852 | loss: 0.0311378 | val_loss: 0.0311456 | Time: 7042.59 ms [2021-06-17 07:07:45 main:574] : INFO : Epoch 1853 | loss: 0.0311359 | val_loss: 0.0311436 | Time: 5534.89 ms [2021-06-17 07:07:51 main:574] : INFO : Epoch 1854 | loss: 0.0311336 | val_loss: 0.0311493 | Time: 5311.6 ms [2021-06-17 07:07:57 main:574] : INFO : Epoch 1855 | loss: 0.0311362 | val_loss: 0.0311435 | Time: 5357.74 ms [2021-06-17 07:08:04 main:574] : INFO : Epoch 1856 | loss: 0.0311314 | val_loss: 0.0311417 | Time: 5386.8 ms [2021-06-17 07:08:10 main:574] : INFO : Epoch 1857 | loss: 0.0311313 | val_loss: 0.0311441 | Time: 5304.56 ms [2021-06-17 07:08:16 main:574] : INFO : Epoch 1858 | loss: 0.0311289 | val_loss: 0.0311396 | Time: 5403.9 ms [2021-06-17 07:08:23 main:574] : INFO : Epoch 1859 | loss: 0.0311287 | val_loss: 0.0311397 | Time: 5614.73 ms [2021-06-17 07:08:29 main:574] : INFO : Epoch 1860 | loss: 0.0311278 | val_loss: 0.0311377 | Time: 5342.02 ms [2021-06-17 07:08:36 main:574] : INFO : Epoch 1861 | loss: 0.0311253 | val_loss: 0.0311433 | Time: 5319.82 ms [2021-06-17 07:08:41 main:574] : INFO : Epoch 1862 | loss: 0.0311253 | val_loss: 0.0311383 | Time: 5323.05 ms [2021-06-17 07:08:48 main:574] : INFO : Epoch 1863 | loss: 0.0311255 | val_loss: 0.0311392 | Time: 5345.18 ms [2021-06-17 07:08:54 main:574] : INFO : Epoch 1864 | loss: 0.031124 | val_loss: 0.0311389 | Time: 5377.06 ms [2021-06-17 07:09:00 main:574] : INFO : Epoch 1865 | loss: 0.0311251 | val_loss: 0.0311378 | Time: 5409.19 ms [2021-06-17 07:09:06 main:574] : INFO : Epoch 1866 | loss: 0.0311273 | val_loss: 0.0311406 | Time: 5327.78 ms [2021-06-17 07:09:13 main:574] : INFO : Epoch 1867 | loss: 0.0311289 | val_loss: 0.0311393 | Time: 5264.45 ms [2021-06-17 07:09:18 main:574] : INFO : Epoch 1868 | loss: 0.0311288 | val_loss: 0.0311379 | Time: 5388.86 ms [2021-06-17 07:09:25 main:574] : INFO : Epoch 1869 | loss: 0.0311278 | val_loss: 0.0311379 | Time: 5286.23 ms [2021-06-17 07:09:31 main:574] : INFO : Epoch 1870 | loss: 0.0311245 | val_loss: 0.0311398 | Time: 5403.46 ms [2021-06-17 07:09:36 main:574] : INFO : Epoch 1871 | loss: 0.0311228 | val_loss: 0.031139 | Time: 5373.89 ms [2021-06-17 07:09:42 main:574] : INFO : Epoch 1872 | loss: 0.0311214 | val_loss: 0.0311414 | Time: 5359.16 ms [2021-06-17 07:09:49 main:574] : INFO : Epoch 1873 | loss: 0.0311261 | val_loss: 0.0311383 | Time: 5498.47 ms [2021-06-17 07:09:55 main:574] : INFO : Epoch 1874 | loss: 0.0311243 | val_loss: 0.0311403 | Time: 5323.64 ms [2021-06-17 07:10:01 main:574] : INFO : Epoch 1875 | loss: 0.0311238 | val_loss: 0.0311359 | Time: 5342.53 ms [2021-06-17 07:10:08 main:574] : INFO : Epoch 1876 | loss: 0.0311219 | val_loss: 0.0311407 | Time: 5341.29 ms [2021-06-17 07:10:13 main:574] : INFO : Epoch 1877 | loss: 0.031123 | val_loss: 0.0311375 | Time: 5329.91 ms [2021-06-17 07:10:19 main:574] : INFO : Epoch 1878 | loss: 0.0311247 | val_loss: 0.0311408 | Time: 5347.52 ms [2021-06-17 07:10:25 main:574] : INFO : Epoch 1879 | loss: 0.0311235 | val_loss: 0.0311381 | Time: 5330.93 ms [2021-06-17 07:10:31 main:574] : INFO : Epoch 1880 | loss: 0.0311229 | val_loss: 0.031135 | Time: 5345.14 ms [2021-06-17 07:10:36 main:574] : INFO : Epoch 1881 | loss: 0.0311203 | val_loss: 0.0311336 | Time: 5353.06 ms [2021-06-17 07:10:43 main:574] : INFO : Epoch 1882 | loss: 0.0311195 | val_loss: 0.0311338 | Time: 5292.2 ms [2021-06-17 07:10:49 main:574] : INFO : Epoch 1883 | loss: 0.0311198 | val_loss: 0.0311352 | Time: 5801.64 ms [2021-06-17 07:10:56 main:574] : INFO : Epoch 1884 | loss: 0.031118 | val_loss: 0.0311344 | Time: 5417.88 ms [2021-06-17 07:11:02 main:574] : INFO : Epoch 1885 | loss: 0.0311181 | val_loss: 0.0311347 | Time: 5431.84 ms [2021-06-17 07:11:09 main:574] : INFO : Epoch 1886 | loss: 0.0311174 | val_loss: 0.0311327 | Time: 5360.2 ms [2021-06-17 07:11:15 main:574] : INFO : Epoch 1887 | loss: 0.0311178 | val_loss: 0.0311351 | Time: 5402.1 ms [2021-06-17 07:11:21 main:574] : INFO : Epoch 1888 | loss: 0.0311174 | val_loss: 0.0311353 | Time: 5386.91 ms [2021-06-17 07:11:27 main:574] : INFO : Epoch 1889 | loss: 0.0311173 | val_loss: 0.0311405 | Time: 5380.54 ms [2021-06-17 07:11:34 main:574] : INFO : Epoch 1890 | loss: 0.0311202 | val_loss: 0.0311388 | Time: 5346.61 ms [2021-06-17 07:11:41 main:574] : INFO : Epoch 1891 | loss: 0.0311198 | val_loss: 0.0311318 | Time: 5308.3 ms [2021-06-17 07:11:47 main:574] : INFO : Epoch 1892 | loss: 0.0311175 | val_loss: 0.0311327 | Time: 5265.13 ms [2021-06-17 07:11:53 main:574] : INFO : Epoch 1893 | loss: 0.0311175 | val_loss: 0.0311348 | Time: 5284.33 ms [2021-06-17 07:11:59 main:574] : INFO : Epoch 1894 | loss: 0.0311165 | val_loss: 0.0311323 | Time: 5397.91 ms [2021-06-17 07:12:05 main:574] : INFO : Epoch 1895 | loss: 0.0311156 | val_loss: 0.0311311 | Time: 5378.49 ms [2021-06-17 07:12:11 main:574] : INFO : Epoch 1896 | loss: 0.0311157 | val_loss: 0.0311419 | Time: 5352.55 ms [2021-06-17 07:12:17 main:574] : INFO : Epoch 1897 | loss: 0.0311186 | val_loss: 0.0311353 | Time: 5372.91 ms [2021-06-17 07:12:24 main:574] : INFO : Epoch 1898 | loss: 0.0311188 | val_loss: 0.0311353 | Time: 5444.61 ms [2021-06-17 07:12:30 main:574] : INFO : Epoch 1899 | loss: 0.0311157 | val_loss: 0.0311355 | Time: 5838.42 ms [2021-06-17 07:12:36 main:574] : INFO : Epoch 1900 | loss: 0.031114 | val_loss: 0.0311375 | Time: 5483.32 ms [2021-06-17 07:12:42 main:574] : INFO : Epoch 1901 | loss: 0.0311151 | val_loss: 0.0311328 | Time: 5485.75 ms [2021-06-17 07:12:47 main:574] : INFO : Epoch 1902 | loss: 0.0311149 | val_loss: 0.0311351 | Time: 5420.87 ms [2021-06-17 07:12:54 main:574] : INFO : Epoch 1903 | loss: 0.0311147 | val_loss: 0.0311326 | Time: 5401.73 ms [2021-06-17 07:13:00 main:574] : INFO : Epoch 1904 | loss: 0.0311138 | val_loss: 0.0311323 | Time: 5332.85 ms [2021-06-17 07:13:06 main:574] : INFO : Epoch 1905 | loss: 0.031114 | val_loss: 0.0311377 | Time: 5377.34 ms [2021-06-17 07:13:13 main:574] : INFO : Epoch 1906 | loss: 0.0311135 | val_loss: 0.0311311 | Time: 5315.35 ms [2021-06-17 07:13:19 main:574] : INFO : Epoch 1907 | loss: 0.0311126 | val_loss: 0.0311307 | Time: 5433.55 ms [2021-06-17 07:13:25 main:574] : INFO : Epoch 1908 | loss: 0.03111 | val_loss: 0.0311353 | Time: 5406.89 ms [2021-06-17 07:13:32 main:574] : INFO : Epoch 1909 | loss: 0.0311114 | val_loss: 0.031135 | Time: 5388.52 ms [2021-06-17 07:13:37 main:574] : INFO : Epoch 1910 | loss: 0.0311107 | val_loss: 0.0311358 | Time: 5547.72 ms [2021-06-17 07:13:44 main:574] : INFO : Epoch 1911 | loss: 0.0311099 | val_loss: 0.0311308 | Time: 5209.06 ms [2021-06-17 07:13:50 main:574] : INFO : Epoch 1912 | loss: 0.0311092 | val_loss: 0.0311333 | Time: 5268.43 ms [2021-06-17 07:13:55 main:574] : INFO : Epoch 1913 | loss: 0.0311101 | val_loss: 0.0311409 | Time: 5215.57 ms [2021-06-17 07:14:00 main:574] : INFO : Epoch 1914 | loss: 0.0311098 | val_loss: 0.0311309 | Time: 5198.8 ms [2021-06-17 07:14:07 main:574] : INFO : Epoch 1915 | loss: 0.0311078 | val_loss: 0.031131 | Time: 5275.1 ms [2021-06-17 07:14:16 main:574] : INFO : Epoch 1916 | loss: 0.031113 | val_loss: 0.0311329 | Time: 8620.93 ms [2021-06-17 07:14:22 main:574] : INFO : Epoch 1917 | loss: 0.0311137 | val_loss: 0.0311283 | Time: 6222.38 ms [2021-06-17 07:14:30 main:574] : INFO : Epoch 1918 | loss: 0.0311182 | val_loss: 0.0311345 | Time: 7240.71 ms [2021-06-17 07:14:35 main:574] : INFO : Epoch 1919 | loss: 0.03112 | val_loss: 0.0311321 | Time: 5298.69 ms [2021-06-17 07:14:41 main:574] : INFO : Epoch 1920 | loss: 0.0311178 | val_loss: 0.0311318 | Time: 5329.84 ms [2021-06-17 07:14:47 main:574] : INFO : Epoch 1921 | loss: 0.0311159 | val_loss: 0.0311287 | Time: 5225.95 ms [2021-06-17 07:14:53 main:574] : INFO : Epoch 1922 | loss: 0.0311155 | val_loss: 0.0311361 | Time: 5411.7 ms [2021-06-17 07:14:59 main:574] : INFO : Epoch 1923 | loss: 0.0311152 | val_loss: 0.0311268 | Time: 5311.92 ms [2021-06-17 07:15:04 main:574] : INFO : Epoch 1924 | loss: 0.0311127 | val_loss: 0.0311268 | Time: 5334.35 ms [2021-06-17 07:15:11 main:574] : INFO : Epoch 1925 | loss: 0.0311113 | val_loss: 0.0311349 | Time: 5327.18 ms [2021-06-17 07:15:17 main:574] : INFO : Epoch 1926 | loss: 0.0311122 | val_loss: 0.0311304 | Time: 5388.98 ms [2021-06-17 07:15:23 main:574] : INFO : Epoch 1927 | loss: 0.0311112 | val_loss: 0.0311275 | Time: 5465.31 ms [2021-06-17 07:15:29 main:574] : INFO : Epoch 1928 | loss: 0.0311093 | val_loss: 0.0311311 | Time: 5369.8 ms [2021-06-17 07:15:36 main:574] : INFO : Epoch 1929 | loss: 0.0311087 | val_loss: 0.0311276 | Time: 5350.77 ms [2021-06-17 07:15:42 main:574] : INFO : Epoch 1930 | loss: 0.0311116 | val_loss: 0.0311361 | Time: 5514.82 ms [2021-06-17 07:15:50 main:574] : INFO : Epoch 1931 | loss: 0.0311153 | val_loss: 0.0311301 | Time: 6567.07 ms [2021-06-17 07:15:56 main:574] : INFO : Epoch 1932 | loss: 0.0311162 | val_loss: 0.0311293 | Time: 5608.08 ms [2021-06-17 07:16:03 main:574] : INFO : Epoch 1933 | loss: 0.0311165 | val_loss: 0.0311331 | Time: 5413.61 ms [2021-06-17 07:16:10 main:574] : INFO : Epoch 1934 | loss: 0.0311141 | val_loss: 0.0311306 | Time: 5409.14 ms [2021-06-17 07:16:15 main:574] : INFO : Epoch 1935 | loss: 0.031115 | val_loss: 0.0311264 | Time: 5396.19 ms [2021-06-17 07:16:21 main:574] : INFO : Epoch 1936 | loss: 0.0311113 | val_loss: 0.0311247 | Time: 5336.55 ms [2021-06-17 07:16:26 main:574] : INFO : Epoch 1937 | loss: 0.0311133 | val_loss: 0.0311241 | Time: 5324.92 ms [2021-06-17 07:16:32 main:574] : INFO : Epoch 1938 | loss: 0.0311096 | val_loss: 0.0311247 | Time: 5261.69 ms [2021-06-17 07:16:38 main:574] : INFO : Epoch 1939 | loss: 0.0311099 | val_loss: 0.0311277 | Time: 5355.49 ms [2021-06-17 07:16:43 main:574] : INFO : Epoch 1940 | loss: 0.031108 | val_loss: 0.0311295 | Time: 5318.33 ms [2021-06-17 07:16:49 main:574] : INFO : Epoch 1941 | loss: 0.0311076 | val_loss: 0.0311267 | Time: 5436.52 ms [2021-06-17 07:16:55 main:574] : INFO : Epoch 1942 | loss: 0.0311098 | val_loss: 0.0311293 | Time: 5293.77 ms [2021-06-17 07:17:02 main:574] : INFO : Epoch 1943 | loss: 0.0311121 | val_loss: 0.0311258 | Time: 5815.37 ms [2021-06-17 07:17:08 main:574] : INFO : Epoch 1944 | loss: 0.0311123 | val_loss: 0.0311278 | Time: 5279.17 ms [2021-06-17 07:17:15 main:574] : INFO : Epoch 1945 | loss: 0.0311105 | val_loss: 0.0311254 | Time: 5419.83 ms [2021-06-17 07:17:20 main:574] : INFO : Epoch 1946 | loss: 0.0311083 | val_loss: 0.0311284 | Time: 5291.65 ms [2021-06-17 07:17:27 main:574] : INFO : Epoch 1947 | loss: 0.0311103 | val_loss: 0.0311319 | Time: 5723.86 ms [2021-06-17 07:17:34 main:574] : INFO : Epoch 1948 | loss: 0.0311211 | val_loss: 0.0311383 | Time: 5340.55 ms [2021-06-17 07:17:41 main:574] : INFO : Epoch 1949 | loss: 0.0311201 | val_loss: 0.0311388 | Time: 5378.72 ms [2021-06-17 07:17:48 main:574] : INFO : Epoch 1950 | loss: 0.031119 | val_loss: 0.0311365 | Time: 5434.27 ms [2021-06-17 07:17:54 main:574] : INFO : Epoch 1951 | loss: 0.0311225 | val_loss: 0.0311369 | Time: 5325.58 ms [2021-06-17 07:18:00 main:574] : INFO : Epoch 1952 | loss: 0.0311194 | val_loss: 0.0311297 | Time: 5383.03 ms [2021-06-17 07:18:07 main:574] : INFO : Epoch 1953 | loss: 0.0311166 | val_loss: 0.0311341 | Time: 5433.9 ms [2021-06-17 07:18:13 main:574] : INFO : Epoch 1954 | loss: 0.031116 | val_loss: 0.0311278 | Time: 5390.62 ms [2021-06-17 07:18:19 main:574] : INFO : Epoch 1955 | loss: 0.0311138 | val_loss: 0.0311294 | Time: 5380.17 ms [2021-06-17 07:18:25 main:574] : INFO : Epoch 1956 | loss: 0.0311124 | val_loss: 0.0311308 | Time: 5383.45 ms [2021-06-17 07:18:31 main:574] : INFO : Epoch 1957 | loss: 0.0311118 | val_loss: 0.0311343 | Time: 5305.13 ms [2021-06-17 07:18:37 main:574] : INFO : Epoch 1958 | loss: 0.0311126 | val_loss: 0.0311374 | Time: 5348.46 ms [2021-06-17 07:18:43 main:574] : INFO : Epoch 1959 | loss: 0.0311137 | val_loss: 0.0311352 | Time: 5477.15 ms [2021-06-17 07:18:50 main:574] : INFO : Epoch 1960 | loss: 0.0311136 | val_loss: 0.0311337 | Time: 5276.06 ms [2021-06-17 07:18:55 main:574] : INFO : Epoch 1961 | loss: 0.0311092 | val_loss: 0.0311291 | Time: 5433.71 ms [2021-06-17 07:19:02 main:574] : INFO : Epoch 1962 | loss: 0.0311106 | val_loss: 0.0311337 | Time: 5445.84 ms [2021-06-17 07:19:08 main:574] : INFO : Epoch 1963 | loss: 0.0311073 | val_loss: 0.0311252 | Time: 5448.61 ms [2021-06-17 07:19:13 main:574] : INFO : Epoch 1964 | loss: 0.0311065 | val_loss: 0.0311323 | Time: 5312.17 ms [2021-06-17 07:19:19 main:574] : INFO : Epoch 1965 | loss: 0.0311115 | val_loss: 0.0311259 | Time: 5393.68 ms [2021-06-17 07:19:25 main:574] : INFO : Epoch 1966 | loss: 0.0311119 | val_loss: 0.0311302 | Time: 5428.14 ms [2021-06-17 07:19:32 main:574] : INFO : Epoch 1967 | loss: 0.0311135 | val_loss: 0.0311347 | Time: 5381.41 ms [2021-06-17 07:19:38 main:574] : INFO : Epoch 1968 | loss: 0.0311115 | val_loss: 0.0311274 | Time: 5243.65 ms [2021-06-17 07:19:45 main:574] : INFO : Epoch 1969 | loss: 0.0311126 | val_loss: 0.0311283 | Time: 5635.09 ms [2021-06-17 07:19:53 main:574] : INFO : Epoch 1970 | loss: 0.0311077 | val_loss: 0.0311264 | Time: 7203.96 ms [2021-06-17 07:20:02 main:574] : INFO : Epoch 1971 | loss: 0.0311059 | val_loss: 0.0311275 | Time: 7389.76 ms [2021-06-17 07:20:09 main:574] : INFO : Epoch 1972 | loss: 0.0311068 | val_loss: 0.0311271 | Time: 5495.99 ms [2021-06-17 07:20:15 main:574] : INFO : Epoch 1973 | loss: 0.0311059 | val_loss: 0.0311275 | Time: 5733.38 ms [2021-06-17 07:20:20 main:574] : INFO : Epoch 1974 | loss: 0.0311084 | val_loss: 0.0311282 | Time: 5462.42 ms [2021-06-17 07:20:26 main:574] : INFO : Epoch 1975 | loss: 0.0311077 | val_loss: 0.0311299 | Time: 5415.83 ms [2021-06-17 07:20:32 main:574] : INFO : Epoch 1976 | loss: 0.031107 | val_loss: 0.0311235 | Time: 5600.88 ms [2021-06-17 07:20:54 main:574] : INFO : Epoch 1977 | loss: 0.0311085 | val_loss: 0.0311268 | Time: 21051.1 ms [2021-06-17 07:21:07 main:574] : INFO : Epoch 1978 | loss: 0.0311103 | val_loss: 0.0311372 | Time: 12933.6 ms [2021-06-17 07:21:18 main:574] : INFO : Epoch 1979 | loss: 0.0311133 | val_loss: 0.031122 | Time: 10110.5 ms [2021-06-17 07:21:24 main:574] : INFO : Epoch 1980 | loss: 0.031105 | val_loss: 0.0311235 | Time: 5391.52 ms [2021-06-17 07:21:30 main:574] : INFO : Epoch 1981 | loss: 0.0311037 | val_loss: 0.0311213 | Time: 5760.54 ms [2021-06-17 07:21:42 main:574] : INFO : Epoch 1982 | loss: 0.0311043 | val_loss: 0.031122 | Time: 10602 ms [2021-06-17 07:21:52 main:574] : INFO : Epoch 1983 | loss: 0.0311034 | val_loss: 0.0311212 | Time: 7316.79 ms [2021-06-17 07:22:00 main:574] : INFO : Epoch 1984 | loss: 0.0311022 | val_loss: 0.0311214 | Time: 7820.13 ms [2021-06-17 07:22:06 main:574] : INFO : Epoch 1985 | loss: 0.0311032 | val_loss: 0.0311193 | Time: 5294.62 ms [2021-06-17 07:22:13 main:574] : INFO : Epoch 1986 | loss: 0.0311035 | val_loss: 0.0311233 | Time: 5264.43 ms [2021-06-17 07:22:18 main:574] : INFO : Epoch 1987 | loss: 0.0311029 | val_loss: 0.0311273 | Time: 5319.39 ms [2021-06-17 07:22:26 main:574] : INFO : Epoch 1988 | loss: 0.0311038 | val_loss: 0.0311222 | Time: 7676.52 ms [2021-06-17 07:22:35 main:574] : INFO : Epoch 1989 | loss: 0.0311047 | val_loss: 0.031125 | Time: 7276.97 ms [2021-06-17 07:22:41 main:574] : INFO : Epoch 1990 | loss: 0.0311034 | val_loss: 0.0311223 | Time: 5707.23 ms [2021-06-17 07:22:47 main:574] : INFO : Epoch 1991 | loss: 0.0311041 | val_loss: 0.031123 | Time: 5341.32 ms [2021-06-17 07:22:54 main:574] : INFO : Epoch 1992 | loss: 0.0311013 | val_loss: 0.0311203 | Time: 5395.34 ms [2021-06-17 07:23:00 main:574] : INFO : Epoch 1993 | loss: 0.0311014 | val_loss: 0.0311244 | Time: 5501.71 ms [2021-06-17 07:23:08 main:574] : INFO : Epoch 1994 | loss: 0.0311019 | val_loss: 0.0311274 | Time: 7267.72 ms [2021-06-17 07:23:13 main:574] : INFO : Epoch 1995 | loss: 0.0310996 | val_loss: 0.0311251 | Time: 5394.05 ms [2021-06-17 07:23:19 main:574] : INFO : Epoch 1996 | loss: 0.031111 | val_loss: 0.0311304 | Time: 5324.9 ms [2021-06-17 07:23:24 main:574] : INFO : Epoch 1997 | loss: 0.0311159 | val_loss: 0.0311336 | Time: 5366.87 ms [2021-06-17 07:23:30 main:574] : INFO : Epoch 1998 | loss: 0.0311192 | val_loss: 0.0311318 | Time: 5451.1 ms [2021-06-17 07:23:36 main:574] : INFO : Epoch 1999 | loss: 0.0311115 | val_loss: 0.0311382 | Time: 5406.62 ms [2021-06-17 07:23:42 main:574] : INFO : Epoch 2000 | loss: 0.0311095 | val_loss: 0.0311379 | Time: 5527.92 ms [2021-06-17 07:23:48 main:574] : INFO : Epoch 2001 | loss: 0.0311097 | val_loss: 0.0311304 | Time: 5590.28 ms [2021-06-17 07:23:54 main:574] : INFO : Epoch 2002 | loss: 0.03111 | val_loss: 0.0311298 | Time: 5453.47 ms [2021-06-17 07:24:00 main:574] : INFO : Epoch 2003 | loss: 0.0311075 | val_loss: 0.031128 | Time: 5603.29 ms [2021-06-17 07:24:07 main:574] : INFO : Epoch 2004 | loss: 0.0311076 | val_loss: 0.0311313 | Time: 6007.89 ms [2021-06-17 07:24:15 main:574] : INFO : Epoch 2005 | loss: 0.0311058 | val_loss: 0.031125 | Time: 6262.06 ms [2021-06-17 07:24:21 main:574] : INFO : Epoch 2006 | loss: 0.0311063 | val_loss: 0.0311286 | Time: 6288.48 ms [2021-06-17 07:24:27 main:574] : INFO : Epoch 2007 | loss: 0.0311069 | val_loss: 0.0311309 | Time: 5932.55 ms [2021-06-17 07:24:35 main:574] : INFO : Epoch 2008 | loss: 0.0311092 | val_loss: 0.0311355 | Time: 5418.47 ms [2021-06-17 07:24:40 main:574] : INFO : Epoch 2009 | loss: 0.031125 | val_loss: 0.0314229 | Time: 5580.64 ms [2021-06-17 07:24:46 main:574] : INFO : Epoch 2010 | loss: 0.0330483 | val_loss: 0.0398775 | Time: 5327.69 ms [2021-06-17 07:24:54 main:574] : INFO : Epoch 2011 | loss: 0.0382023 | val_loss: 0.032908 | Time: 6200.81 ms [2021-06-17 07:25:00 main:574] : INFO : Epoch 2012 | loss: 0.0317552 | val_loss: 0.031438 | Time: 5483.25 ms [2021-06-17 07:25:07 main:574] : INFO : Epoch 2013 | loss: 0.0313057 | val_loss: 0.0312422 | Time: 5566.38 ms [2021-06-17 07:25:13 main:574] : INFO : Epoch 2014 | loss: 0.031234 | val_loss: 0.0312212 | Time: 5818.59 ms [2021-06-17 07:25:22 main:574] : INFO : Epoch 2015 | loss: 0.0312157 | val_loss: 0.0312101 | Time: 5349.76 ms [2021-06-17 07:25:29 main:574] : INFO : Epoch 2016 | loss: 0.0312045 | val_loss: 0.0311975 | Time: 5359.09 ms [2021-06-17 07:25:35 main:574] : INFO : Epoch 2017 | loss: 0.0311928 | val_loss: 0.0311853 | Time: 5285.95 ms [2021-06-17 07:25:41 main:574] : INFO : Epoch 2018 | loss: 0.0311791 | val_loss: 0.0311726 | Time: 5455.15 ms [2021-06-17 07:25:47 main:574] : INFO : Epoch 2019 | loss: 0.0311656 | val_loss: 0.0311621 | Time: 5343.33 ms [2021-06-17 07:25:53 main:574] : INFO : Epoch 2020 | loss: 0.0311581 | val_loss: 0.031161 | Time: 5377.68 ms [2021-06-17 07:25:59 main:574] : INFO : Epoch 2021 | loss: 0.0311521 | val_loss: 0.0311493 | Time: 5467.48 ms [2021-06-17 07:26:05 main:574] : INFO : Epoch 2022 | loss: 0.0311439 | val_loss: 0.0311459 | Time: 5611.69 ms [2021-06-17 07:26:12 main:574] : INFO : Epoch 2023 | loss: 0.0311414 | val_loss: 0.0311416 | Time: 5596.16 ms [2021-06-17 07:26:18 main:574] : INFO : Epoch 2024 | loss: 0.0311331 | val_loss: 0.0311343 | Time: 5529.32 ms [2021-06-17 07:26:24 main:574] : INFO : Epoch 2025 | loss: 0.0311255 | val_loss: 0.0311337 | Time: 5431.54 ms [2021-06-17 07:26:31 main:574] : INFO : Epoch 2026 | loss: 0.0311216 | val_loss: 0.0311289 | Time: 5633.64 ms [2021-06-17 07:26:38 main:574] : INFO : Epoch 2027 | loss: 0.0311188 | val_loss: 0.0311265 | Time: 5473.16 ms [2021-06-17 07:26:44 main:574] : INFO : Epoch 2028 | loss: 0.0311164 | val_loss: 0.0311311 | Time: 5853.55 ms [2021-06-17 07:26:50 main:574] : INFO : Epoch 2029 | loss: 0.0311156 | val_loss: 0.0311299 | Time: 5930.98 ms [2021-06-17 07:26:57 main:574] : INFO : Epoch 2030 | loss: 0.031116 | val_loss: 0.0311349 | Time: 7000.71 ms [2021-06-17 07:27:14 main:574] : INFO : Epoch 2031 | loss: 0.0311148 | val_loss: 0.0311274 | Time: 16175.1 ms [2021-06-17 07:27:20 main:574] : INFO : Epoch 2032 | loss: 0.0311141 | val_loss: 0.0311283 | Time: 5731.12 ms [2021-06-17 07:27:26 main:574] : INFO : Epoch 2033 | loss: 0.0311147 | val_loss: 0.0311316 | Time: 5386.01 ms [2021-06-17 07:27:31 main:574] : INFO : Epoch 2034 | loss: 0.0311118 | val_loss: 0.0311267 | Time: 5445.3 ms [2021-06-17 07:27:38 main:574] : INFO : Epoch 2035 | loss: 0.0311124 | val_loss: 0.0311338 | Time: 6060.43 ms [2021-06-17 07:27:44 main:574] : INFO : Epoch 2036 | loss: 0.0311097 | val_loss: 0.0311266 | Time: 5313.34 ms [2021-06-17 07:27:51 main:574] : INFO : Epoch 2037 | loss: 0.0311121 | val_loss: 0.031125 | Time: 6336.76 ms [2021-06-17 07:27:57 main:574] : INFO : Epoch 2038 | loss: 0.0311104 | val_loss: 0.0311243 | Time: 5819.92 ms [2021-06-17 07:28:05 main:574] : INFO : Epoch 2039 | loss: 0.0311071 | val_loss: 0.0311255 | Time: 6615.26 ms [2021-06-17 07:28:12 main:574] : INFO : Epoch 2040 | loss: 0.0311078 | val_loss: 0.0311232 | Time: 6321.81 ms [2021-06-17 07:28:21 main:574] : INFO : Epoch 2041 | loss: 0.0311068 | val_loss: 0.0311251 | Time: 8241.2 ms [2021-06-17 07:28:29 main:574] : INFO : Epoch 2042 | loss: 0.0311068 | val_loss: 0.0311223 | Time: 6702.41 ms [2021-06-17 07:28:36 main:574] : INFO : Epoch 2043 | loss: 0.0311058 | val_loss: 0.0311234 | Time: 6283.62 ms [2021-06-17 07:28:44 main:574] : INFO : Epoch 2044 | loss: 0.0311048 | val_loss: 0.0311272 | Time: 6819.73 ms [2021-06-17 07:28:50 main:574] : INFO : Epoch 2045 | loss: 0.0311047 | val_loss: 0.0311237 | Time: 5646.92 ms [2021-06-17 07:28:57 main:574] : INFO : Epoch 2046 | loss: 0.0311054 | val_loss: 0.0311228 | Time: 6652.84 ms [2021-06-17 07:29:02 main:574] : INFO : Epoch 2047 | loss: 0.0311053 | val_loss: 0.0311238 | Time: 5331.38 ms [2021-06-17 07:29:08 main:574] : INFO : Epoch 2048 | loss: 0.0311014 | val_loss: 0.031123 | Time: 5387.18 ms [2021-06-17 07:29:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031123 [2021-06-17 07:29:09 main:603] : INFO : Saving end state to config to file [2021-06-17 07:29:09 main:608] : INFO : Success, exiting.. 07:29:09 (9076): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)